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Pathway Logic: Symbolic Analysis of Biological Signaling
by Dr. Steven Eker, Dr. Patrick Lincoln, Merrill Knapp, Keith Laderoute, José Meseguer & Kemal Sonmez.
From Proceedings of the Pacific Symposium on Biocomputing. January, 2002. Pages 400412.
Abstract
The genomic sequencing of hundreds of organisms including homo sapiens,
and the exponential growth in gene expression and proteomic data for many
species has revolutionized research in biology. However, the
computational analysis of these burgeoning datasets has been hampered by
the sparse successes in combinations of data sources, representations, and
algorithms. Here we propose the application of symbolic toolsets from the
formal methods community to problems of biological interest, particularly
signaling pathways, and more specifically mammalian mitogenic and stress
response pathways. The results of formal symbolic analysis with extremely
efficient representations of biological networks provide insights with
potential biological impact. In particular, novel hypotheses may be
generated which can lead to wet lab validation of new signaling
possibilities. We demonstrate the graphic representation of the results
of formal analysis of pathways, including navigational abilities, and
describe the logical underpinnings of the approach. In sum, we propose
and provide an initial demonstration of an algebra and logic of signaling
pathways and biologically plausible abstractions that provide the
foundation for the application of high-powered tools such as model
checkers to problems of biological interest.
BibTEX Entry
@PROCEEDINGS{Lincoln2002,
AUTHOR = {Steven Eker and Merrill Knapp and Keith Laderoute and Patrick Lincoln and Jos\'{e} Meseguer and Kemal Sonmez},
TITLE = {Pathway Logic: Symbolic Analysis of Biological Signaling},
YEAR = {2002},
PAGES = {400-412},
MONTH = {January},
NOTE = {To appear},
URL = {http://www.csl.sri.com/papers/lincoln-pathway-logic-psb-2002/},
BOOKTITLE = {Proceedings of the Pacific Symposium on Biocomputing}
}
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